Staged Training Report ✓ Complete

Run ID: stage10run1
Generated: 2026-02-08 08:34:01
Stages Completed: 1
Total Elapsed Time: 00:55:52

Timing Summary

Stage Plateau Sweeps Sweep Time Training Time Stage Total
Stage 10 4 00:53:10 00:02:27 00:55:37
TOTAL 4 00:53:10 00:02:27 00:55:37

Plateau Sweep Details

Total Sweeps: 4
Stages with Sweeps: 1 of 1
Total Sweep Time: 00:53:10
Average Sweep Duration: 00:13:17

Stage 10: 4 sweeps

LR Progression: 1.0e-04 → 1.0e-04 → 1.0e-04 → 1.0e-06 → 1.0e-06

Sweep # Triggered At (samples) Wall Time Selected LR Duration
1 2,500 00:00:33 1.00e-04 00:13:52
2 5,000 00:14:52 1.00e-04 00:13:41
3 7,500 00:29:02 1.00e-06 00:13:47
4 10,000 00:43:17 1.00e-06 00:11:48

Stage Results

Stage Best Loss Stop Reason Samples Trained Time Sweeps LR (Initial→Final)
Stage 10 0.014761 divergence 2,750 00:55:37 4 1.0e-04→1.0e-06

Total Plateau Sweeps: 4

Stop Reason Breakdown

Best Checkpoint

Name: best_model_auto_session_so101_should_pan_500_stage10_train_304_stage10run1_00011250_cont_val_0.014761.pth
Stage: 10
Hybrid Loss (full session): 0.017408

Learning Rate Timeline with Plateau Sweeps

Stage Progression

Stage Orig Loss Train Loss Time Samples Stop Reason
10 ⭐ 0.017408 0.014761 00:55:37 2750 divergence

Hybrid Loss Over Original Session (per Stage)

Stage 10 (Best) - Hybrid Loss: 0.017408

Sample Counts

Cumulative Across All Stages

Per Stage

Stage 10 (Best) - Total Samples: 2,750

Best Checkpoint Inference

Selected Frame 3

Action 0

Action 1

Action 2

Random Observations

Observation 342

Action 0
Action 1
Action 2

Observation 421

Action 0
Action 1
Action 2